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Data · dataset · 2024

Bangladeshi Sign Language (Bdsl) Words dataset

Listed in Teesside University Research Data Repository

In this data repository two zip files: one contains the primary data, and the other contains augmented data.

Description

This dataset consists of images related to Bangladeshi Sign Language, focusing on 10 common words used in daily life. These words are categorized into 10 classes: myself, you, they, think, friend, salam (hello), color, surprise, request, and promise. - Primary Data: Contains 1000 images in total, with each class having 100 images. - Augmented Data: Through augmentation techniques, the dataset has been expanded to 6000 images.

Augmentation methods include: - Flipping (vertical and horizontal) - Rotation (0-45 degrees) - Adding 3-7% blur in the background - Hue saturation adjustments (hue shift 0-5, saturation 0-50) - Conversion to grayscale This dataset aims to facilitate the recognition and understanding of Bangladeshi Sign Language gestures through machine learning and computer vision applications.

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Image 65% · Linguistics 69%
Provenance · 1 source records, 12 field assertions
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Teesside University Research Data Repositoryoai:data.mendeley.com/77rpf3xkbn.19 d agoJSON v1
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